ACL

Diagnosing Transformers in Task-Oriented Semantic Parsing

Shrey Desai, Ahmed Aly

Comments Accepted to Findings of ACL 2021

Verb Sense Clustering using Contextualized Word Representations for Semantic Frame Induction

Kosuke Yamada, Ryohei Sasano, Koichi Takeda

Comments ACL-IJCNLP 2021 Findings

Online Learning Meets Machine Translation Evaluation: Finding the Best Systems with the Least Human Effort

Vânia Mendonça, Ricardo Rei, Luisa Coheur, Alberto Sardinha, Ana Lúcia Santos

Comments Accepted to ACL-IJCNLP 2021 Main Conference (long paper)

Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading

Zhihan Zhou, Liqian Ma, Han Liu

Comments Accepted to publish in Findings of ACL 2021

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization

Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu

Comments ACL 2021

Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction

Ming Shen, Pratyay Banerjee, Chitta Baral

Comments Accepted to ACL2021

CoMAE: A Multi-factor Hierarchical Framework for Empathetic Response Generation

Chujie Zheng, Yong Liu, Wei Chen, Yongcai Leng, Minlie Huang

Comments Accepted to Findings of ACL 2021 (Long Paper)

Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders

Irene Li, Vanessa Yan, Tianxiao Li, Rihao Qu, Dragomir Radev

Comments Accepted by ACL 2021

WeaQA: Weak Supervision via Captions for Visual Question Answering

Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral

Comments Accepted in Findings of ACL 2021

PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning

Siqi Bao, Huang He, Fan Wang, Hua Wu, Haifeng Wang, Wenquan Wu, Zhen Guo, Zhibin Liu, Xinchao Xu

Comments Findings of ACL 2021. First four authors contributed equally to this work

Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT

Zhiyong Wu, Yun Chen, Ben Kao, Qun Liu

Comments ACL2020

RAW-C: Relatedness of Ambiguous Words--in Context (A New Lexical Resource for English)

Sean Trott, Benjamin Bergen

Comments ACL-IJCNLP 2021 camera-ready

Measuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach

Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei Hwu

Comments Accepted to ACL 2021

CoSQA: 20,000+ Web Queries for Code Search and Question Answering

Junjie Huang, Duyu Tang, Linjun Shou, Ming Gong, Ke Xu, Daxin Jiang, Ming Zhou, Nan Duan

Comments ACL 2021 main conference. The CoSQA data and leaderboard are available at https://github.com/microsoft/CodeXGLUE/tree/main/Text-Code/NL-code-search-WebQuery. The code is available at https://github.com/Jun-jie-Huang/CoCLR

Neural Entity Recognition with Gazetteer based Fusion

Qing Sun, Parminder Bhatia

Journal ref the Association for Computational Linguistics (ACL) 2021

Self-Supervised Multimodal Opinion Summarization

Jinbae Im, Moonki Kim, Hoyeop Lee, Hyunsouk Cho, Sehee Chung

Comments ACL 2021

Adaptive Nearest Neighbor Machine Translation

Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen

Comments Accepted by ACL-IJCNLP 2021 main conference

ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning

Thomas Dopierre, Christophe Gravier, Wilfried Logerais

Comments Accepted at the 59th Annual Meeting of the Association for Computational Linguistics (ACL2021)

Selective Knowledge Distillation for Neural Machine Translation

Fusheng Wang, Jianhao Yan, Fandong Meng, Jie Zhou

Comments Accepted as a long paper at ACL 2021. Code is available at https://github.com/LeslieOverfitting/selective_distillation

Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence

Andrew Halterman, Katherine A. Keith, Sheikh Muhammad Sarwar, Brendan O'Connor

Comments To appear in Findings of ACL 2021

Journal ref Findings of ACL 2021

How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?

Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat

Comments Findings of ACL 2021

Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing

Jonathan K. Kummerfeld

Comments To appear at ACL 2021

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation

Yangyifan Xu, Yijin Liu, Fandong Meng, Jiajun Zhang, Jinan Xu, Jie Zhou

Comments Accepted by ACL-IJCNLP 2021 main conference (short paper). Code is available at: https://github.com/xydaytoy/BMI-NMT

Assessing Dialogue Systems with Distribution Distances

Jiannan Xiang, Yahui Liu, Deng Cai, Huayang Li, Defu Lian, Lemao Liu

Comments 7 pages, 2 figures

Journal ref Findings of ACL 2021

AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization

Xinsong Zhang, Pengshuai Li, Hang Li

Comments To be appeared in Findings of ACL2021. In this version, we develop a simplified method to improve the efficiency of AMBERT in inference, which still performs better than BERT with the same computational cost as BERT

DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations

John Giorgi, Osvald Nitski, Bo Wang, Gary Bader

Comments ACL2021 Camera Ready V2

Joint Optimization of Tokenization and Downstream Model

Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki, Naoaki Okazaki

Comments Accepted at ACL-IJCNLP 2021 Findings

Read, Listen, and See: Leveraging Multimodal Information Helps Chinese Spell Checking

Heng-Da Xu, Zhongli Li, Qingyu Zhou, Chao Li, Zizhen Wang, Yunbo Cao, Heyan Huang, Xian-Ling Mao

Comments In ACL Findings 2021

IntelliCAT: Intelligent Machine Translation Post-Editing with Quality Estimation and Translation Suggestion

Dongjun Lee, Junhyeong Ahn, Heesoo Park, Jaemin Jo

Comments ACL 2021 (system demonstration)

Analyzing Online Political Advertisements

Danae Sánchez Villegas, Saeid Mokaram, Nikolaos Aletras

Comments Accepted at ACL Findings 2021